Edge Impulse Experts / Endoscopy_v1 Public

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Endoscopy_v1

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Data (354 items)

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test_normal_ (92)

ID: 172449013

Label: normal

val_normal_ (477)

ID: 172448810

Label: normal

test_normal_ (14)

ID: 172449075

Label: normal

test_normal_ (86)

ID: 172449014

Label: normal

test_esophagitis_ (63)

ID: 172448874

Label: esophagitis

test_esophagitis_ (21)

ID: 172448905

Label: esophagitis

test_polyps_ (25)

ID: 172448998

Label: polyps

test_normal_ (71)

ID: 172449024

Label: normal

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1602 ms.

Peak RAM usage

346.9K

Flash usage

571.8K

Run this model

On any device

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Dataset summary

Data collected

354 items

Labels

esophagitis, normal, polyps

Project info

Project ID	163127
Project version	1
License	Apache 2.0
No. of views	42,180
No. of clones	15